Title
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Yu Feng Zhen Tian Yifan Zhu Zongfu Han Haoran Luo Guangwei Zhang Meina Song CLL VLM 44 7 0 22 Jul 2024
Parallel Split Learning with Global Sampling Mohammad Kohankhaki Ahmad Ayad Mahdi Barhoush A. Schmeink 38 1 0 22 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu Thanh Vinh Vo Haozhe Ma Tze-Yun Leong 35 0 0 20 Jul 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors Hoang Pham The-Anh Ta Anh Tran Khoa D. Doan FedML AAML 47 0 0 20 Jul 2024
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL 30 0 0 19 Jul 2024
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection Sebastian Cygert Damian Sójka Tomasz Trzciñski Bartlomiej Twardowski 60 0 0 19 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 42 12 0 19 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 38 2 0 19 Jul 2024
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Qian Liang Yan Chen Yang Hu CLL 59 2 0 19 Jul 2024
Addressing Imbalance for Class Incremental Learning in Medical Image Classification Xuze Hao Wenqian Ni Xuhao Jiang Weimin Tan Bo Yan CLL 37 0 0 18 Jul 2024
Continual Distillation Learning: Knowledge Distillation in Prompt-based Continual Learning Qifan Zhang Yunhui Guo Yu Xiang CLL VLM 63 0 0 18 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 42 3 0 17 Jul 2024
Continual Learning for Adaptable Car-Following in Dynamic Traffic Environments Xianda Chen PakHin Tiu Xu Han Junjie Chen Yuanfei Wu Xinhu Zheng Meixin Zhu 48 0 0 17 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation Kien X. Nguyen Fengchun Qiao Xi Peng TTA CLL VLM 45 1 0 17 Jul 2024
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Erum Mushtaq D. Yaldiz Yavuz Faruk Bakman Jie Ding Chenyang Tao Dimitrios Dimitriadis A. Avestimehr CLL 44 1 0 16 Jul 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 57 3 0 16 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 52 0 0 16 Jul 2024
SwitchCIT: Switching for Continual Instruction Tuning of Large Language Models Xinbo Wu Max Hartman Vidhata Arjun Jayaraman Lav Varshney CLL LRM 44 1 0 16 Jul 2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Qijie Mo Yipeng Gao Shenghao Fu Junkai Yan Ancong Wu Wei-Shi Zheng CLL 44 6 0 16 Jul 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening Shuyang Cheng Guangyu Shen Kaiyuan Zhang Guanhong Tao Shengwei An Hanxi Guo Shiqing Ma Xiangyu Zhang AAML 39 0 0 16 Jul 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 53 7 0 15 Jul 2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Yihong Gong CLL 39 14 0 14 Jul 2024
Advancing Continual Learning for Robust Deepfake Audio Classification Feiyi Dong Qingchen Tang Yichen Bai Zihan Wang 32 3 0 14 Jul 2024
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Anqi Zhang Guangyu Gao CLL VLM 58 4 0 13 Jul 2024
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator Thinh Nguyen Khoa D. Doan Binh T. Nguyen Danh Le-Phuoc Kok-Seng Wong FedML 48 0 0 13 Jul 2024
Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a Final Time Point Christina X. Ji Ahmed M. Alaa David Sontag OOD 55 0 0 12 Jul 2024
Human-like Episodic Memory for Infinite Context LLMs Zafeirios Fountas Martin A Benfeghoul Adnan Oomerjee Fenia Christopoulou Gerasimos Lampouras Haitham Bou-Ammar Jun Wang 36 19 0 12 Jul 2024
iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer Yaoyao Liu Artur Jesslen Noor Ahmed Prakhar Kaushik Angtian Wang Alan Yuille Adam Kortylewski Eddy Ilg CLL AI4CE 45 1 0 12 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 49 2 0 12 Jul 2024
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach Pablo García Santaclara Bruno Fernández Castro Rebeca P. Díaz Redondo LMTD 48 0 0 12 Jul 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 53 0 0 12 Jul 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi Jamil Fayyad Alceu Bissoto Ghassan Hamarneh Rafeef Garbi CLL 47 3 0 11 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation Alex Gomez-Villa Dipam Goswami Kai Wang Andrew D. Bagdanov Bartlomiej Twardowski Joost van de Weijer CLL SSL 41 9 0 11 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 37 0 0 11 Jul 2024
Towards stable training of parallel continual learning Li Yuepan Fan Lyu Yuyang Li Wei Feng Guangcan Liu Fanhua Shang 58 0 0 11 Jul 2024
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal Xinyu Zhu Zhiguo Jiang Kun-Hsuan Wu Jun Shi Yushan Zheng CLL 37 4 0 11 Jul 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Yu Cao Shaogang Gong DiffM 48 2 0 09 Jul 2024
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models Bowen Zhang Yiji Cheng Chunyu Wang Ting Zhang Jiaolong Yang Yansong Tang Feng Zhao Dong Chen Baining Guo DiffM 48 18 0 09 Jul 2024
Neuromimetic metaplasticity for adaptive continual learning Suhee Cho Hyeonsu Lee Seungdae Baek Se-Bum Paik 22 2 0 09 Jul 2024
Learn and Don't Forget: Adding a New Language to ASR Foundation Models Mengjie Qian Siyuan Tang Rao Ma Kate Knill Mark Gales CLL 42 3 0 09 Jul 2024
Certified Continual Learning for Neural Network Regression Long H. Pham Jun Sun 38 1 0 09 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 55 1 0 09 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 58 18 0 08 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Guohao Li Liqiang Nie Min Zhang Mamba 43 5 0 08 Jul 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA Jiajun Liu Wenjun Ke Peng Wang Jiahao Wang Jinhua Gao Ziyu Shang Guozheng Li Zijie Xu Ke Ji Yining Li CLL 38 3 0 08 Jul 2024
Prospective Messaging: Learning in Networks with Communication Delays Ryan Fayyazi Christian D. Weilbach Frank Wood 30 0 0 07 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 47 21 0 07 Jul 2024
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning Liyuan Wang Jingyi Xie Xingxing Zhang Hang Su Jun Zhu CLL 52 5 0 07 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 47 12 0 06 Jul 2024
The Solution for the sequential task continual learning track of the 2nd Greater Bay Area International Algorithm Competition Sishun Pan Xixian Wu Tingmin Li Longfei Huang Mingxu Feng Zhonghua Wan Yang Yang CLL 44 0 0 06 Jul 2024